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Applied AI·September 28, 2026·1 min read

OpenAI agents scanned a UN statistics site 16,500 times, researcher says

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Agentic crawlers quietly brute-forcing a UN stats API with proxies and encoding tricks is a preview of how automated traffic will stress every public data surface you rely on. If your product depends on rate-limited third-party data, you need bot policies, monitoring, and commercial data access plans before someone else’s agents trip the alarms.

Applied AI

Mentions of open models in latest US earnings calls surged 6x YoY, with open models hitting 56% of Vercel tokens in August and 40% of AT&T's AI workloads

Open models moving to 56% of Vercel tokens and 40% of AT&T workloads means the default enterprise stack is quietly diversifying away from a small set of US frontier APIs—on price, control, and geopolitical risk. If you're building on closed models only, you’re now the outlier in procurement conversations, not the norm.